Update logbook: Repro - Who Said Neural Networks Aren't Linear?

logbook.json

@@ -10,7 +10,7 @@
     "icml2026-repro",
     "paper-Eqm5VEaAom"
   ],
-  "updated_at": "2026-07-16T07:38:23+00:00",
+  "updated_at": "2026-07-16T07:42:12+00:00",
   "root": {
     "slug": "index",
     "title": "Repro - Who Said Neural Networks Aren't Linear?",
@@ -60,6 +60,6 @@
       }
     ]
   },
-  "agent_view_tokens": 9480,
-  "revision": "1784187503821248547"
+  "agent_view_tokens": 9871,
+  "revision": "1784187732707641115"
 }

pages/conclusion/page.md

@@ -505,3 +505,28 @@ trackio-artifact://linearizer-repro/repro-bundle:v1
 }
 
 ````
+
+
+---
+<!-- trackio-cell
+{"type": "code", "id": "cell_6f71a5d2fa7d", "created_at": "2026-07-16T07:42:08+00:00", "title": "Build final traveling reproduction artifact v2", "command": ["/home/ubuntu/samuel/repro/.venv/bin/python", "-c", "import trackio; a=trackio.Artifact(name=\"repro-bundle\", type=\"dataset\", description=\"Final Linearizer reproduction: exact algebra, trained 454,512-parameter real-MNIST idempotent projector with held-out/OOD controls, exact Euler collapse and labeled cached-RK approximation, direct learned-core matrix interpolation, raw outputs, checkpoints, strict-gated poster, manifest, and rerun instructions.\"); a.add_dir(\"repro_bundle_v2\"); trackio.init(project=\"linearizer-repro\", name=\"artifact-upload-final-v2\"); r=trackio.log_artifact(a, aliases=[\"latest\", \"corrected-real-mnist\", \"direct-core-blend\"]); print(\"ARTIFACT=%s/%s:%s FILES=%d BYTES=%d\" % (r.project, r.name, r.version, len(r.manifest), r.size)); trackio.finish()"], "exit_code": 0, "duration_s": 2.545}
+-->
+````bash
+$ /home/ubuntu/samuel/repro/.venv/bin/python -c 'import trackio; a=trackio.Artifact(name="repro-bundle", type="dataset", description="Final Linearizer reproduction: exact algebra, trained 454,512-parameter real-MNIST idempotent projector with held-out/OOD controls, exact Euler collapse and labeled cached-RK approximation, direct learned-core matrix interpolation, raw outputs, checkpoints, strict-gated poster, manifest, and rerun instructions."); a.add_dir("repro_bundle_v2"); trackio.init(project="linearizer-repro", name="artifact-upload-final-v2"); r=trackio.log_artifact(a, aliases=["latest", "corrected-real-mnist", "direct-core-blend"]); print("ARTIFACT=%s/%s:%s FILES=%d BYTES=%d" % (r.project, r.name, r.version, len(r.manifest), r.size)); trackio.finish()'
+````
+
+exit 0 · 2.5s
+
+
+````output
+* Trackio project initialized: linearizer-repro
+* Trackio metrics logged to: /home/ubuntu/.cache/huggingface/trackio
+* View dashboard by running in your terminal:
+trackio show --project "linearizer-repro"
+* or by running in Python: trackio.show(project="linearizer-repro")
+* psutil detected, enabling automatic CPU/system metrics logging
+* Created new run: artifact-upload-final-v2
+ARTIFACT=linearizer-repro/repro-bundle:v2 FILES=47 BYTES=49618046
+* Run finished. Uploading logs to Trackio (please wait...)
+
+````

pages/linearizer-repro/page.md

@@ -17,3 +17,12 @@ https://huggingface.co/buckets/SabaPivot/repro-linearizer-artifacts#linearizer-r
 **📦 Artifact** `linearizer-repro/repro-bundle:v1` · dataset · 0.04 GB
 
 trackio-artifact://linearizer-repro/repro-bundle:v1
+
+
+---
+<!-- trackio-cell
+{"type": "artifact", "id": "cell_045d76b8c813", "created_at": "2026-07-16T07:42:06+00:00", "title": "Artifact: linearizer-repro/repro-bundle:v2", "artifact": "linearizer-repro/repro-bundle:v2", "artifact_type": "dataset"}
+-->
+**📦 Artifact** `linearizer-repro/repro-bundle:v2` · dataset · 0.05 GB
+
+trackio-artifact://linearizer-repro/repro-bundle:v2